{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import shutil\n",
    "import os\n",
    "import sys\n",
    "import requests\n",
    "import base64\n",
    "import cv2\n",
    "from tqdm import tqdm\n",
    "import numpy as np\n",
    "from collections import defaultdict\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "import matplotlib as mpl\n",
    "mpl.rcParams['font.sans-serif'] = ['SimHei']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "def cat_all(data_dir):\n",
    "    all_text_line = 0\n",
    "    all_char = 0\n",
    "    all_black_image = 0\n",
    "    all_image_num = 0\n",
    "    default_d = defaultdict(int)\n",
    "\n",
    "    for p in os.listdir(data_dir):\n",
    "        all_image_num += 1\n",
    "        black_image_flag = True\n",
    "        with open(data_dir + os.sep + p, \"r\") as rf:\n",
    "            one_file = json.loads(rf.read())\n",
    "        all_text_data = one_file[\"text_polygon\"]\n",
    "        if type(all_text_data) == list:\n",
    "            black_image_flag = False\n",
    "            for i in all_text_data:\n",
    "                text = i[\"text\"]\n",
    "#                 print(text)\n",
    "                \n",
    "                length = len(i[\"text\"])\n",
    "                default_d[str(length)] += 1\n",
    "                all_char += length\n",
    "                all_text_line += 1\n",
    "\n",
    "        all_watermark_data = one_file.get(\"watermark_polygon\", None)\n",
    "        if type(all_watermark_data) == list:\n",
    "            black_image_flag = False\n",
    "            for i in all_watermark_data:\n",
    "                text = i[\"text\"]\n",
    "#                 print(text)\n",
    "\n",
    "                length = len(i[\"text\"])\n",
    "                default_d[str(length)] += 1\n",
    "                all_char += length\n",
    "                all_text_line += 1\n",
    "\n",
    "        if black_image_flag:\n",
    "            all_black_image += 1\n",
    "#         print(\"\\n\\n\")\n",
    "    print(\"all_text_line: \", all_text_line)\n",
    "    print(\"all_black_image: \", all_black_image)\n",
    "    print(\"all_char: \", all_char)\n",
    "    \n",
    "    print(\"修改后文本行{}， 文字图片数量{}，空白图片数量{} 。计价方式1：{} x 0.05 + {} x 0.1 = {}。  计价方式2：{} x 0.4 + {} x 0.1 = {}\".format(\n",
    "        str(all_text_line),\n",
    "        str(all_image_num - all_black_image),\n",
    "        str(all_black_image),\n",
    "        str(all_text_line),\n",
    "        str(all_black_image),\n",
    "        str(all_text_line * 0.05 + all_black_image * 0.1),\n",
    "        str(all_image_num - all_black_image),\n",
    "        str(all_black_image),\n",
    "        str((all_image_num - all_black_image) * 0.4 + all_black_image * 0.1)\n",
    "    ))\n",
    "\n",
    "    distribute_info = [(int(k), v) for k,v in default_d.items()]\n",
    "    distribute_info = sorted(distribute_info, key=lambda x: x[0])\n",
    "    idx = ''.join([\"{:>4}\".format(s[0]) for s in distribute_info])\n",
    "    value = ''.join([\"{:>4}\".format(s[1]) for s in distribute_info])\n",
    "#     print(\"分布: \")\n",
    "#     print(idx ,\"\\n\", value)\n",
    "    return distribute_info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "all_text_line:  1108\n",
      "all_black_image:  12\n",
      "all_char:  7819\n",
      "修改后文本行1108， 文字图片数量188，空白图片数量12 。计价方式1：1108 x 0.05 + 12 x 0.1 = 56.60000000000001。  计价方式2：188 x 0.4 + 12 x 0.1 = 76.4\n",
      "all_text_line:  1667\n",
      "all_black_image:  19\n",
      "all_char:  13670\n",
      "修改后文本行1667， 文字图片数量181，空白图片数量19 。计价方式1：1667 x 0.05 + 19 x 0.1 = 85.25000000000001。  计价方式2：181 x 0.4 + 19 x 0.1 = 74.30000000000001\n",
      "all_text_line:  1119\n",
      "all_black_image:  26\n",
      "all_char:  9641\n",
      "修改后文本行1119， 文字图片数量174，空白图片数量26 。计价方式1：1119 x 0.05 + 26 x 0.1 = 58.550000000000004。  计价方式2：174 x 0.4 + 26 x 0.1 = 72.2\n",
      "all_text_line:  1622\n",
      "all_black_image:  33\n",
      "all_char:  12979\n",
      "修改后文本行1622， 文字图片数量167，空白图片数量33 。计价方式1：1622 x 0.05 + 33 x 0.1 = 84.4。  计价方式2：167 x 0.4 + 33 x 0.1 = 70.1\n",
      "all_text_line:  785\n",
      "all_black_image:  25\n",
      "all_char:  6199\n",
      "修改后文本行785， 文字图片数量175，空白图片数量25 。计价方式1：785 x 0.05 + 25 x 0.1 = 41.75。  计价方式2：175 x 0.4 + 25 x 0.1 = 72.5\n",
      "all_text_line:  1580\n",
      "all_black_image:  23\n",
      "all_char:  11608\n",
      "修改后文本行1580， 文字图片数量177，空白图片数量23 。计价方式1：1580 x 0.05 + 23 x 0.1 = 81.3。  计价方式2：177 x 0.4 + 23 x 0.1 = 73.1\n",
      "all_text_line:  1041\n",
      "all_black_image:  20\n",
      "all_char:  7090\n",
      "修改后文本行1041， 文字图片数量180，空白图片数量20 。计价方式1：1041 x 0.05 + 20 x 0.1 = 54.050000000000004。  计价方式2：180 x 0.4 + 20 x 0.1 = 74.0\n",
      "all_text_line:  1707\n",
      "all_black_image:  5\n",
      "all_char:  12535\n",
      "修改后文本行1707， 文字图片数量195，空白图片数量5 。计价方式1：1707 x 0.05 + 5 x 0.1 = 85.85000000000001。  计价方式2：195 x 0.4 + 5 x 0.1 = 78.5\n",
      "all_text_line:  1640\n",
      "all_black_image:  15\n",
      "all_char:  13080\n",
      "修改后文本行1640， 文字图片数量185，空白图片数量15 。计价方式1：1640 x 0.05 + 15 x 0.1 = 83.5。  计价方式2：185 x 0.4 + 15 x 0.1 = 75.5\n",
      "all_text_line:  1685\n",
      "all_black_image:  8\n",
      "all_char:  14594\n",
      "修改后文本行1685， 文字图片数量192，空白图片数量8 。计价方式1：1685 x 0.05 + 8 x 0.1 = 85.05。  计价方式2：192 x 0.4 + 8 x 0.1 = 77.60000000000001\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1332x756 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "name_list = [\"张东洋\", \"房浩然\", \"赵维义\", \"孙艺洁 \" ,\"岑曾迪\", \"杜宇航\", \"张婷怡\", \"贾宇豪\", \"宋小雨\", \"刘颖\"  ]\n",
    "color_list = [\"g-\", \"b-\", \"r-\", \"y-\", \"c-\",\"m-\",\"g--\", \"b--\", \"r--\", \"y--\", \"c--\",\"m--\" ]\n",
    "path = \"C:\\\\Users\\\\swls\\\\Desktop\\\\bj\\\\bj\\\\00\\\\{}_check\"\n",
    "\n",
    "plt.figure(figsize=(18.5, 10.5))\n",
    "\n",
    "legend_list = []\n",
    "for i in range(10):\n",
    "    new_path = path.format(i)\n",
    "    if not os.path.exists(new_path):\n",
    "        continue\n",
    "    distribute_info = cat_all(new_path)\n",
    "    plt.plot([x[0] for x in distribute_info],[x[1] for x in distribute_info],color_list[i])\n",
    "    legend_list.append(name_list[i])\n",
    "\n",
    "\n",
    "plt.xlabel(\"文本框字符数\")\n",
    "plt.ylabel(\"累计\")\n",
    "plt.xticks([x for x in range(0,50,3)])\n",
    "plt.legend(legend_list, loc='upper right')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
